Though the BJP has been winning the seat since 1991, the BJP candidate from the Kanpur Lok Sabha constituency, Murli Manohar Joshi, had trailed behind his nearest Congress rival and then Union Minister, Sriprakash Jaiswal, in the Kanpur Cantt assembly segment by 2062 votes.